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SOTA Detection of LLM generated text benchmarks and papers with code | Wizwand
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Detection of LLM generated text
Benchmarks
Dataset Name
SOTA Method
Dataset Name
SOTA Method
Metric
Trend
Results
Last Updated
M4 extension Generation: Polish 4o-mini, Regeneration: Para 4o-mini
SearchLLM
ROC AUC @ 1% FPR
0.1329
8
4d ago
M4 extension Generation Revise 4.1 Regeneration Para 4o-mini
SearchLLM
ROC AUC @ 1% FPR
25.26
8
4d ago
M4 extension Generation: Revise 4o-mini, Regeneration: Para 4o-mini
SearchLLM
ROC AUC @ 1% FPR
0.4137
8
4d ago
M4 extension Generation: Para Phi, Regeneration: Para 4o-mini
SearchLLM
ROC AUC @ 1% FPR
0.2834
8
4d ago
M4 extension (Generation: Para Grok, Regeneration: Para 4o-mini)
SearchLLM
ROC AUC @ 1% FPR
0.2848
8
4d ago
M4 extension Generation Para DeepSeek Regeneration Para 4o-mini
SearchLLM
ROC AUC @ 1% FPR
0.2906
8
4d ago
M4 extension Generation: Para 4.1, Regeneration: Para 4o-mini
SearchLLM
ROC AUC (1% FPR)
0.8542
8
4d ago
M4 extension Generation: Para 4o-mini, Regeneration: Para 4o-mini
SearchLLM
ROC AUC @ 1% FPR
0.4231
8
4d ago
Wikipedia Gen: Polish 4o-mini, Regen: Para 4o-mini 1.0 (test)
SearchLLM
AUROC
0.8148
8
4d ago
Wikipedia Gen: Revise 4.1, Regen: Para 4o-mini 1.0 (test)
SearchLLM
AUROC
0.8528
8
4d ago
Wikipedia Gen: Revise 4o-mini, Regen: Para 4o-mini 1.0 (test)
SearchLLM
AUROC
88.76
8
4d ago
Wikipedia Gen: Para Phi, Regen: Para 4o-mini 1.0 (test)
SearchLLM
AUROC
0.87
8
4d ago
Wikipedia Gen: Para Grok, Regen: Para 4o-mini 1.0 (test)
SearchLLM
AUROC
86.46
8
4d ago
Wikipedia Gen: Para DeepSeek, Regen: Para 4o-mini 1.0 (test)
SearchLLM
AUROC
0.8654
8
4d ago
Wikipedia Gen: Para 4.1, Regen: Para 4o-mini 1.0 (test)
SearchLLM
AUROC
87.5
8
4d ago
Wikipedia Gen: Para 4o-mini, Regen: Para 4o-mini 1.0 (test)
SearchLLM
AUROC
0.9073
8
4d ago
M4 Indonesian
SearchLLM
ROC AUC
0.9598
8
4d ago
M4 Bulgarian
SearchLLM
ROC AUC
0.8829
8
4d ago
M4 Urdu
SearchLLM
ROC AUC
0.8386
8
4d ago
XSum Polish 4o-mini
SearchLLM
Detection Performance
84.86
8
4d ago
XSum Revise 4o-mini
SearchLLM
Detection Performance
87.59
8
4d ago
XSum Paraphrase 4o
SearchLLM
Detection Performance
0.8257
8
4d ago
XSum Paraphrase 4o-mini
SearchLLM
Detection Performance
86.21
8
4d ago
MAGE Topic-based 3.5-turbo
SearchLLM
Detection Accuracy
100
8
4d ago
MAGE News Topic-based 3.5-turbo
SearchLLM
Detection Performance
99.95
8
4d ago
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